In the past two years, I worked as a miner in various DEX platforms, While watching APY 200%, I am clear in my heart: this money is not earned, it is burned with subsidies. TVL rises and falls faster - as soon as subsidies stop, the pond immediately dries up into a desert. Until I recently came into contact with @ MMTFinance, I just realized that 'liquidity can also have resilience'. They don't rely on throwing money, but on the ve (3,3) model, AI Vault automatic market making, and real fee allocation. Liquidity is no longer a 'brick and mortar game', but a system that can sustain itself through models. This is what DeFi should look like. Next, let's talk about the latest progress of Momentum and the choice of "flexible liquidity" one ️⃣ The challenge of stable liquidity period Momentum has entered a critical window period after the launch of its public offering: how to "stabilize and not run" liquidity is more important than adding new funds. Recent data shows that although some hot spot pairs (such as SUI-USDC) still have capital inflows and outflows, their volatility has intensified and their sliding points have widened, which is a tug of war between depth and elastic liquidity. two ️⃣ New pool pair/new combination strategy emerges Liquidity observers have pointed out that Momentum is testing a combination strategy of multiple quasi stablecoin pairs and long tail asset pairs to explore the stability of fee income under low volatility. In other words, it is attempting to diversify the risk of a single pair using a combination of low-risk pairs and segmented diversity pools. three ️⃣ The 'anti escape pool' mechanism is evolving According to community rumors, Momentum may add punitive exit fees/cooling off period clauses at the liquidity contract level, which means waiting for several hours/paying a certain fee to exit. If this mechanism is implemented, it is a move to prevent rapid withdrawal of funds after the subsidy period ends. four ️⃣ AI Vault internal strategy adjustment AI Vault has recently made parameter adjustments - increasing preference for neutral strategy/cautious interval rebalancing and reducing exposure to extreme trend positions. This adjustment shows that the team behind it is dynamically responding to the market in terms of market making and strategy, rather than relying solely on algorithm blind flushing. five ️⃣ Signals in User Behavior Feedback From the forum Discord、 According to community feedback, some users mentioned in their public posts that: Sudden increase in market slippage in some pools AI Vault slows down its position reduction speed slightly in extreme market conditions These are "small cracks" that cannot be ignored - if the trend amplifies, it may trigger the threshold of trust to be raised. six ️⃣ Key indicators to be observed in the next 7 days AI Vault inventory adjustment frequency+cost rate New pool contribution rate to transaction fees Withdrawal speed of Tier 1/Tier 2 funds during the public offering period Has the exit fee/penalty mechanism for users leaving the pool been activated seven ️⃣ Strategy Suggestions for Participants (New Version) If you prioritize stability: choose low volatility coin pairs+long tail combination test pool If participating in AI Vault: closely monitor the frequency of warehouse adjustments and transaction fees - strategies that change quickly are more reliable If taking a wait-and-see approach: wait for the overall performance of TVL after 72 hours of public fundraising/activities before deciding on the direction Summary of Siege Lion Momentum is evolving its "flexible liquidity/anti evasion mechanism/combination strategy" during the critical transition period after the public offering period. Whether liquidity can shift from "rapid entry" to "stable retention" is the watershed for whether it can move from short-term explosive points to long-term foundations.